{"product_id":"ai-powered-codebase-scanner-identify-register-data-models","title":"AI-Powered Codebase Scanner: Identify \u0026 Register Data Models","description":"\u003ch3\u003eRevolutionize Your Codebase Management with the AI-Powered Codebase Scanner\u003c\/h3\u003e\n\u003cp\u003eUnleash the power of artificial intelligence to efficiently identify and register data models within your codebase with the AI-Powered Codebase Scanner. Whether you’re dealing with SQL schemas, ORM models, TypeScript interfaces, or Pydantic models, this tool offers a streamlined way to scan and categorize data models, enhancing your development workflow like never before.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Skill Does\u003c\/h3\u003e\n\u003cp\u003eThis AI agent skill delivers precise data model management through a structured workflow:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScan Your Codebase:\u003c\/strong\u003e Initiate a scan of any specified codebase directory using the path of your choice. Whether it's an absolute or relative path, the tool adapts to your directory structure.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData Model Discovery:\u003c\/strong\u003e Using intelligent detection patterns, identify and extract key components from diverse data model definitions, including tables, columns, and fields.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eProposal for Registry Entries:\u003c\/strong\u003e Automatically propose data_concept, data_aggregate, and data_entity registry entries, based on your scan results, for your review before any files are written.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCustom Domain Assignment:\u003c\/strong\u003e Assign a specific domain to discovered models, enhancing the organization and clarity of your projects.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFlexible Output Options:\u003c\/strong\u003e Preview proposed entries before committing or choose to write them directly into your registry for immediate update.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEfficient Codebase Analysis:\u003c\/strong\u003e Developers looking to automate the identification and registration of data models within large codebases will benefit from rapid, accurate scanning capabilities.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData Model Organization:\u003c\/strong\u003e Teams managing complex projects with diverse data models can maintain organized and up-to-date registries with ease.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCross-Platform Development:\u003c\/strong\u003e Ideal for projects using multiple programming languages or frameworks, ensuring no data model is overlooked.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTools and Capabilities:\u003c\/strong\u003e Integrate seamlessly with popular AI coding agents like Claude Code, Cursor, and Codex for enhanced functionality.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData Crawling Expertise:\u003c\/strong\u003e Employ advanced crawl-data capabilities to uncover hidden data model structures.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eYAML Configurations:\u003c\/strong\u003e Utilizes dynamic type-to-folder mapping derived from \u003ccode\u003emodels\/registry-mapping.yaml\u003c\/code\u003e for flexible directory management.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eEnhance your development process with the AI-Powered Codebase Scanner, delivering precision and efficiency in managing data models across your projects.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eea-toolkit\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/ea-toolkit\/architecture-catalog\" rel=\"nofollow noopener\" target=\"_blank\"\u003eea-toolkit\/architecture-catalog\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52725912207671,"sku":"MCP-EA-TOOLKIT-ARCHITECTURE-CATALOG-CRAWL-DATA","price":23.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/ea-toolkit-architecture-catalog-crawl-data.png?v=1785067419","url":"https:\/\/mcpcart.com\/products\/ai-powered-codebase-scanner-identify-register-data-models","provider":"SPF PRO","version":"1.0","type":"link"}